Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 1.125951 1.370284 1.684210 2.130318 2.771933 3.704548 5.258497
2025-06-29 0.786044 1.042769 1.421716 2.064588 3.237940 5.603105 12.125106
2025-07-06 0.623094 0.870162 1.267662 2.027965 3.691963 8.205094 31.561620
2025-07-13 0.553053 0.808438 1.253117 2.210092 4.764013 15.015812 243.380544
2025-07-20 0.494178 0.746860 1.213701 2.317339 5.827096 27.609390 NaN
2025-07-27 0.439693 0.679806 1.142119 2.312578 6.592321 47.929722 NaN
2025-08-03 0.391152 0.614102 1.055660 2.229050 6.997361 77.451248 NaN
2025-08-10 0.361574 0.578366 1.022936 2.279451 8.176445 203.009708 NaN
2025-08-17 0.340589 0.555377 1.012162 2.392408 10.072710 1615.557249 NaN
2025-08-24 0.316579 0.522781 0.972037 2.393212 11.371245 NaN NaN
2025-08-31 0.291622 0.485119 0.912717 2.303034 11.822665 NaN NaN
2025-09-07 0.278853 0.470769 0.907240 2.409611 14.719273 NaN NaN
2025-09-14 0.262784 0.448101 0.877955 2.418164 16.907417 NaN NaN
2025-09-21 0.245534 0.421210 0.833585 2.348151 17.947771 NaN NaN
2025-09-28 0.231200 0.399173 0.798538 2.305337 19.527591 NaN NaN
2025-10-05 0.226700 0.397939 0.818874 2.525952 29.198974 NaN NaN
2025-10-12 0.219539 0.389963 0.819138 2.656568 40.475886 NaN NaN
2025-10-19 0.209487 0.374445 0.795230 2.650765 47.897822 NaN NaN
2025-10-26 0.198080 0.354882 0.756793 2.549035 49.347554 NaN NaN
2025-11-02 0.191386 0.345619 0.747497 2.610378 65.590639 NaN NaN
2025-11-09 0.186716 0.340615 0.750191 2.748315 104.087845 NaN NaN
2025-11-16 0.179688 0.329445 0.732239 2.749299 133.581029 NaN NaN
2025-11-23 0.171175 0.314145 0.699483 2.639125 135.240853 NaN NaN